Core AI

Large Language Models

Deep dives into GPT, Claude, Gemini, Llama and the transformers powering modern AI

25,266
lessons
Skills in this topic
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LLM Foundations
beginner
Explain how transformers generate text
Prompt Craft
beginner
Write zero-shot and few-shot prompts
LLM Engineering
intermediate
Call LLM APIs with function/tool use
Fine-tuning LLMs
advanced
Prepare fine-tuning datasets
Multimodal LLMs
advanced
Use GPT-4V / Claude Vision for image understanding
Videos 19,496 Reads 5,770
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L19.6 DistilBert Movie Review Classifier in PyTorch -- Code Example
Large Language Models
L19.6 DistilBert Movie Review Classifier in PyTorch -- Code Example
Sebastian Raschka Beginner 4y ago
L19.5.2.3 BERT: Bidirectional Encoder Representations from Transformers
Large Language Models
L19.5.2.3 BERT: Bidirectional Encoder Representations from Transformers
Sebastian Raschka Beginner 4y ago
Before & After: Top 5 Redesigns of a Small Business Website
Large Language Models
Before & After: Top 5 Redesigns of a Small Business Website
Flux Academy Beginner 4y ago
An Introduction to Accessibility and SEO [Series Part 1] — Whiteboard Friday
Large Language Models
An Introduction to Accessibility and SEO [Series Part 1] — Whiteboard Friday
Moz Beginner 4y ago
Building Trust in Artificial Intelligence (AI) Solutions | Responsible AI | Community Webinar
Large Language Models
Building Trust in Artificial Intelligence (AI) Solutions | Responsible AI | Community Webinar
Data Science Dojo Beginner 4y ago
NER With Transformers and spaCy (Python)
Large Language Models
NER With Transformers and spaCy (Python)
James Briggs Beginner 4y ago
The Unreasonable Effectiveness of RNNs (Article and Visualization Commentary) [2015 article]
Large Language Models
The Unreasonable Effectiveness of RNNs (Article and Visualization Commentary) [2015 article]
Jay Alammar Beginner 4y ago
Sentence Similarity With Transformers and PyTorch (Python)
Large Language Models ⚡ AI Lesson
Sentence Similarity With Transformers and PyTorch (Python)
James Briggs Beginner 5y ago
Proof of Stake with Essentia
Large Language Models
Proof of Stake with Essentia
Siraj Raval Beginner 5y ago
The quant trader interview guide
Large Language Models ⚡ AI Lesson
The quant trader interview guide
Tina Huang Beginner 5y ago
Why the US has two different highway fonts
Large Language Models
Why the US has two different highway fonts
Vox Beginner 5y ago
AI Text and Code Generation with GPT Neo and Python | GPT3 Clone
Large Language Models
AI Text and Code Generation with GPT Neo and Python | GPT3 Clone
Nicholas Renotte Beginner 5y ago
Beautiful Terminal Styling in Python With Rich
Large Language Models
Beautiful Terminal Styling in Python With Rich
Patrick Loeber Beginner 5y ago
Coding Up a Linear Regression Algorithm From Scratch | Machine Learning Project
Large Language Models ⚡ AI Lesson
Coding Up a Linear Regression Algorithm From Scratch | Machine Learning Project
Data Science Dojo Beginner 5y ago
AI-Generated Blog Content with GPT-Neo (GPT-3 Alternative) + Gradio | Python ML Web App
Large Language Models
AI-Generated Blog Content with GPT-Neo (GPT-3 Alternative) + Gradio | Python ML Web App
1littlecoder Beginner 5y ago
This AI Makes Beautiful Videos From Your Images! 🌊
Large Language Models
This AI Makes Beautiful Videos From Your Images! 🌊
Two Minute Papers Beginner 5y ago
LIVE: Data Science Q&A
Large Language Models
LIVE: Data Science Q&A
codebasics Beginner 5y ago
Webflow Sticky Button Tutorial
Large Language Models
Webflow Sticky Button Tutorial
Flux Academy Beginner 5y ago
Youtube Video Transcript Summarization with Hugging Face Transformers | Python NLP Projects
Large Language Models
Youtube Video Transcript Summarization with Hugging Face Transformers | Python NLP Projects
1littlecoder Beginner 5y ago
DNA Sequencing Is Cracking Down on Shark Poaching
Large Language Models ⚡ AI Lesson
DNA Sequencing Is Cracking Down on Shark Poaching
Seeker Beginner 5y ago
Atomic Swaps with Essentia
Large Language Models
Atomic Swaps with Essentia
Siraj Raval Beginner 5y ago
Betelgeuse Is Destined to Explode as a Supernova…But When?
Large Language Models
Betelgeuse Is Destined to Explode as a Supernova…But When?
Seeker Beginner 5y ago
Pattern Exploiting Training explained! | PET, iPET, ADAPET
Large Language Models
Pattern Exploiting Training explained! | PET, iPET, ADAPET
AI Coffee Break with Letitia Beginner 5y ago
Laravel 8 REST API With Sanctum Authentication
Large Language Models ⚡ AI Lesson
Laravel 8 REST API With Sanctum Authentication
Traversy Media Beginner 5y ago
Train a Hugging Face Transformers Model with Amazon SageMaker
Large Language Models
Train a Hugging Face Transformers Model with Amazon SageMaker
HuggingFace Beginner 5y ago
Ugly History: The Spanish Inquisition - Kayla Wolf
Large Language Models
Ugly History: The Spanish Inquisition - Kayla Wolf
TED-Ed Beginner 5y ago
Watch this video before applying to Georgia Tech OMSCS
Large Language Models ⚡ AI Lesson
Watch this video before applying to Georgia Tech OMSCS
Tina Huang Beginner 5y ago
Ryan Hall: Solving Martial Arts from First Principles | Lex Fridman Podcast #169
Large Language Models ⚡ AI Lesson
Ryan Hall: Solving Martial Arts from First Principles | Lex Fridman Podcast #169
Lex Fridman Beginner 5y ago
L19.5.2.1 Some Popular Transformer Models: BERT, GPT, and BART -- Overview
Large Language Models
L19.5.2.1 Some Popular Transformer Models: BERT, GPT, and BART -- Overview
Sebastian Raschka Beginner 4y ago
L19.5.1 The Transformer Architecture
Large Language Models
L19.5.1 The Transformer Architecture
Sebastian Raschka Beginner 4y ago
L19.4.3 Multi-Head Attention
Large Language Models
L19.4.3 Multi-Head Attention
Sebastian Raschka Beginner 5y ago
L19.4.2 Self-Attention and Scaled Dot-Product Attention
Large Language Models
L19.4.2 Self-Attention and Scaled Dot-Product Attention
Sebastian Raschka Beginner 5y ago
L19.4.1 Using Attention Without the RNN -- A Basic Form of Self-Attention
Large Language Models
L19.4.1 Using Attention Without the RNN -- A Basic Form of Self-Attention
Sebastian Raschka Beginner 5y ago
L19.3 RNNs with an Attention Mechanism
Large Language Models
L19.3 RNNs with an Attention Mechanism
Sebastian Raschka Beginner 5y ago
L19.2.1 Implementing a Character RNN in PyTorch (Concepts)
Large Language Models
L19.2.1 Implementing a Character RNN in PyTorch (Concepts)
Sebastian Raschka Beginner 5y ago
L19.2.2 Implementing a Character RNN in PyTorch --Code Example
Large Language Models
L19.2.2 Implementing a Character RNN in PyTorch --Code Example
Sebastian Raschka Beginner 5y ago
L19.1 Sequence Generation with Word and Character RNNs
Large Language Models
L19.1 Sequence Generation with Word and Character RNNs
Sebastian Raschka Beginner 5y ago
L19.0 RNNs & Transformers for Sequence-to-Sequence Modeling -- Lecture Overview
Large Language Models
L19.0 RNNs & Transformers for Sequence-to-Sequence Modeling -- Lecture Overview
Sebastian Raschka Beginner 5y ago
How to Use Type Annotations in Python
Large Language Models
How to Use Type Annotations in Python
James Briggs Beginner 5y ago
Q&A Document Retrieval With DPR
Large Language Models
Q&A Document Retrieval With DPR
James Briggs Beginner 5y ago
Which Design Converted Best?
Large Language Models
Which Design Converted Best?
Flux Academy Beginner 5y ago
How-to Structure a Q&A ML App
Large Language Models
How-to Structure a Q&A ML App
James Briggs Beginner 5y ago
AI Text Generation with GPT-3 OpenSource Alternative GPT-Neo Model using Hugging Face Hub
Large Language Models
AI Text Generation with GPT-3 OpenSource Alternative GPT-Neo Model using Hugging Face Hub
1littlecoder Beginner 5y ago
How to Build Python Packages for Pip
Large Language Models
How to Build Python Packages for Pip
James Briggs Beginner 5y ago
Building a Real-Time Artificial Intelligence (AI) Platform | Machine Learning | Community Webinar
Large Language Models
Building a Real-Time Artificial Intelligence (AI) Platform | Machine Learning | Community Webinar
Data Science Dojo Beginner 5y ago
Multi-Class Language Classification With BERT in TensorFlow
Large Language Models ⚡ AI Lesson
Multi-Class Language Classification With BERT in TensorFlow
James Briggs Beginner 5y ago
The NEW Match-Case Statement in Python 3.10
Large Language Models
The NEW Match-Case Statement in Python 3.10
James Briggs Beginner 5y ago
Build Speech Recognition for any Language with 🤗 Transformers - Finetune XLSR-Wav2Vec2 (Hindi)
Large Language Models
Build Speech Recognition for any Language with 🤗 Transformers - Finetune XLSR-Wav2Vec2 (Hindi)
1littlecoder Beginner 5y ago
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